Dataset info
| Number of variables | 64 |
|---|---|
| Number of observations | 608779 |
| Missing cells | 21805979 (56.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 297.3 MiB |
| Average record size in memory | 512.0 B |
Variables types
| Numeric | 12 |
|---|---|
| Categorical | 16 |
| Boolean | 32 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 4 |
| Unsupported | 0 |
Warnings
activitynumber has 10508 (1.7%) zeros | Zeros |
activitynumber has 227586 (37.4%) missing values | Missing |
activitywotype has 370675 (60.9%) missing values | Missing |
apptnumber has a high cardinality: 367483 distinct values | Warning |
date only contains datetime values, but is categorical. Consider applying pd.to_datetime() | Type |
date has a high cardinality: 671 distinct values | Warning |
empresa_con_normalizada has a high cardinality: 124 distinct values | Warning |
empresa_solicitante_normalizada has a high cardinality: 65 distinct values | Warning |
fin_obra only contains datetime values, but is categorical. Consider applying pd.to_datetime() | Type |
fin_obra has a high cardinality: 864 distinct values | Warning |
gp_nuevo has 593621 (97.5%) missing values | Missing |
inicio_obra only contains datetime values, but is categorical. Consider applying pd.to_datetime() | Type |
inicio_obra has a high cardinality: 852 distinct values | Warning |
latitude_3 is highly correlated with latitude (ρ = 0.9999542418) | Rejected |
longitude_3 is highly correlated with longitude (ρ = 0.9999787756) | Rejected |
mobileactasecuestro is highly correlated with activitynumber (ρ = 0.9984427709) | Rejected |
mobilec01 has 607937 (99.9%) missing values | Missing |
mobilec02 has 607840 (99.8%) missing values | Missing |
mobilec06 has 594976 (97.7%) missing values | Missing |
mobilec07 has 564977 (92.8%) missing values | Missing |
mobilec08 has 584818 (96.1%) missing values | Missing |
mobilec09 has 608739 (> 99.9%) missing values | Missing |
mobilec10 has 594346 (97.6%) missing values | Missing |
mobilec11 has 591049 (97.1%) missing values | Missing |
mobilec12 has 559377 (91.9%) missing values | Missing |
mobilec13 has 555938 (91.3%) missing values | Missing |
mobilec14 has 558749 (91.8%) missing values | Missing |
mobilec15 has 603092 (99.1%) missing values | Missing |
mobilec16 has 604463 (99.3%) missing values | Missing |
mobilec17 has 574375 (94.3%) missing values | Missing |
mobilec18 has 606762 (99.7%) missing values | Missing |
mobilec20 has 593491 (97.5%) missing values | Missing |
mobilec21 has 584058 (95.9%) missing values | Missing |
mobilec22 has 608686 (> 99.9%) missing values | Missing |
mobilec23 has 599885 (98.5%) missing values | Missing |
mobilec24 has 601745 (98.8%) missing values | Missing |
mobilec25 has 574160 (94.3%) missing values | Missing |
mobilec26 has 585266 (96.1%) missing values | Missing |
mobilec27 has 608593 (> 99.9%) missing values | Missing |
mobilec28 has 608662 (> 99.9%) missing values | Missing |
mobilec29 has 607770 (99.8%) missing values | Missing |
mobilec30 has 604802 (99.3%) missing values | Missing |
mobilec31 has 604039 (99.2%) missing values | Missing |
mobilec32 has 607566 (99.8%) missing values | Missing |
mobilec33 has 606922 (99.7%) missing values | Missing |
mobilec34 has 606108 (99.6%) missing values | Missing |
mobiledesnivel has 608771 (> 99.9%) missing values | Missing |
mobileseveridad has 590309 (97.0%) missing values | Missing |
no_realizado has a high cardinality: 104 distinct values | Warning |
no_realizado has 541465 (88.9%) missing values | Missing |
obra_ancho is highly skewed (γ1 = 45.277181) | Skewed |
obra_profundidad is highly skewed (γ1 = 49.29019135) | Skewed |
obra_superficie_m2 is highly skewed (γ1 = 109.3212681) | Skewed |
obra_volumen_m3 is highly skewed (γ1 = 141.2477943) | Skewed |
resource_name has a high cardinality: 378 distinct values | Warning |
severidad has 424335 (69.7%) missing values | Missing |
tipo_obra has constant value "ACERA" | Rejected |
traveltime has 113739 (18.7%) zeros | Zeros |
traveltime has 21240 (3.5%) missing values | Missing |
activitynumber
Numeric
| Distinct count | 104 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 37.4% |
| Missing (n) | 227586 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19.1486596 |
|---|---|
| Minimum | 0 |
| Maximum | 102 |
| Zeros (%) | 1.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 8 |
| Median | 18 |
| Q3 | 28 |
| 95-th percentile | 42 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range | 20 |
Descriptive statistics
| Standard deviation | 13.0301672 |
|---|---|
| Coef of variation | 0.680474115 |
| Kurtosis | 0.4149605376 |
| Mean | 19.1486596 |
| MAD | 10.66142487 |
| Skewness | 0.6780640785 |
| Sum | 7299335 |
| Variance | 169.7852572 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 2 | 10683 | 1.8% | |
| 5 | 10639 | 1.7% | |
| 3 | 10619 | 1.7% | |
| 1 | 10619 | 1.7% | |
| 6 | 10611 | 1.7% | |
| 4 | 10594 | 1.7% | |
| 7 | 10565 | 1.7% | |
| 10 | 10542 | 1.7% | |
| 9 | 10520 | 1.7% | |
| 0 | 10508 | 1.7% | |
| Other values (93) | 275293 | 45.2% | |
| (Missing) | 227586 | 37.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10508 | 1.7% | |
| 1 | 10619 | 1.7% | |
| 2 | 10683 | 1.8% | |
| 3 | 10619 | 1.7% | |
| 4 | 10594 | 1.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 102 | 2 | < 0.1% | |
| 101 | 2 | < 0.1% | |
| 100 | 2 | < 0.1% | |
| 99 | 3 | < 0.1% | |
| 98 | 4 | < 0.1% |
activitywotype
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 60.9% |
| Missing (n) | 370675 |
| 4 | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 4 | 238104 | 39.1% | |
| (Missing) | 370675 | 60.9% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
apptnumber
Categorical
| Distinct count | 367483 |
|---|---|
| Unique (%) | 60.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 140009776520 | 4 |
|---|---|
| 150022750010 | 4 |
| 140009952530 | 4 |
| Other values (367480) |
| Value | Count | Frequency (%) | |
| 140009776520 | 4 | < 0.1% | |
| 150022750010 | 4 | < 0.1% | |
| 140009952530 | 4 | < 0.1% | |
| 140008814650 | 4 | < 0.1% | |
| 140010392270 | 4 | < 0.1% | |
| 150022861570 | 4 | < 0.1% | |
| 150019853760 | 4 | < 0.1% | |
| 150019747313 | 4 | < 0.1% | |
| 150020838814 | 4 | < 0.1% | |
| 140008537670 | 4 | < 0.1% | |
| Other values (367473) | 608739 | > 99.9% |
| Max length | 19 |
|---|---|
| Mean length | 12.01619471 |
| Min length | 10 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
BARRIO
Categorical
| Distinct count | 48 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| PALERMO | 40478 |
|---|---|
| FLORES | 33063 |
| RECOLETA | 26637 |
| Other values (45) |
| Value | Count | Frequency (%) | |
| PALERMO | 40478 | 6.6% | |
| FLORES | 33063 | 5.4% | |
| RECOLETA | 26637 | 4.4% | |
| CABALLITO | 23768 | 3.9% | |
| VILLA URQUIZA | 23413 | 3.8% | |
| VILLA DEVOTO | 23264 | 3.8% | |
| BELGRANO | 21497 | 3.5% | |
| LINIERS | 20526 | 3.4% | |
| VILLA DEL PARQUE | 20046 | 3.3% | |
| BALVANERA | 19151 | 3.1% | |
| Other values (38) | 356936 | 58.6% |
| Max length | 17 |
|---|---|
| Mean length | 10.24026124 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
clase_aviso
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 4 |
| EM | |
|---|---|
| AP | |
| CG | 45203 |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| EM | 368027 | 60.5% | |
| AP | 195545 | 32.1% | |
| CG | 45203 | 7.4% | |
| (Missing) | 4 | < 0.1% |
| Max length | 3 |
|---|---|
| Mean length | 2.000006571 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
COMUNA
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.392907771 |
|---|---|
| Minimum | 1 |
| Maximum | 15 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| Median | 9 |
| Q3 | 12 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 14 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 4.369838032 |
|---|---|
| Coef of variation | 0.520658412 |
| Kurtosis | -1.164362134 |
| Mean | 8.392907771 |
| MAD | 3.797728827 |
| Skewness | -0.2317272631 |
| Sum | 5109426 |
| Variance | 19.09548443 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=15)
Histogram with variable size bins (bins=[ 1. 1.5 3.5 4.5 5.5 ... 11.5 12.5 13.5 14.5 15. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 11 | 65626 | 10.8% | |
| 1 | 55061 | 9.0% | |
| 4 | 51146 | 8.4% | |
| 10 | 48579 | 8.0% | |
| 12 | 48567 | 8.0% | |
| 7 | 46879 | 7.7% | |
| 9 | 45016 | 7.4% | |
| 15 | 43268 | 7.1% | |
| 13 | 41560 | 6.8% | |
| 14 | 40478 | 6.6% | |
| Other values (5) | 122599 | 20.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 55061 | 9.0% | |
| 2 | 26637 | 4.4% | |
| 3 | 26804 | 4.4% | |
| 4 | 51146 | 8.4% | |
| 5 | 23134 | 3.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15 | 43268 | 7.1% | |
| 14 | 40478 | 6.6% | |
| 13 | 41560 | 6.8% | |
| 12 | 48567 | 8.0% | |
| 11 | 65626 | 10.8% |
date
Categorical
| Distinct count | 671 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2018-01-09 00:00:00+00:00 | 3292 |
|---|---|
| 2018-01-11 00:00:00+00:00 | 2972 |
| 2018-01-04 00:00:00+00:00 | 2876 |
| Other values (668) |
| Value | Count | Frequency (%) | |
| 2018-01-09 00:00:00+00:00 | 3292 | 0.5% | |
| 2018-01-11 00:00:00+00:00 | 2972 | 0.5% | |
| 2018-01-04 00:00:00+00:00 | 2876 | 0.5% | |
| 2018-01-10 00:00:00+00:00 | 2792 | 0.5% | |
| 2018-01-29 00:00:00+00:00 | 2766 | 0.5% | |
| 2018-01-30 00:00:00+00:00 | 2729 | 0.4% | |
| 2018-01-08 00:00:00+00:00 | 2686 | 0.4% | |
| 2018-01-15 00:00:00+00:00 | 2618 | 0.4% | |
| 2018-01-12 00:00:00+00:00 | 2599 | 0.4% | |
| 2018-01-16 00:00:00+00:00 | 2549 | 0.4% | |
| Other values (661) | 580900 | 95.4% |
| Max length | 25 |
|---|---|
| Mean length | 25 |
| Min length | 25 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
df_index
Numeric
| Distinct count | 608779 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 327238.084 |
|---|---|
| Minimum | 0 |
| Maximum | 651977 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33478.9 |
| Q1 | 162950.5 |
| Median | 325997 |
| Q3 | 493698.5 |
| 95-th percentile | 620569.1 |
| Maximum | 651977 |
| Range | 651977 |
| Interquartile range | 330748 |
Descriptive statistics
| Standard deviation | 189102.926 |
|---|---|
| Coef of variation | 0.5778756667 |
| Kurtosis | -1.215317838 |
| Mean | 327238.084 |
| MAD | 163924.3052 |
| Skewness | 0.0001267652397 |
| Sum | 1.992156736e+11 |
| Variance | 3.575991662e+10 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 1087.5 1188.5 1206.5 1254.5 ... 642575.5 642637.5 651366.5 651442.5 651977. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 2731 | 1 | < 0.1% | |
| 4776 | 1 | < 0.1% | |
| 25254 | 1 | < 0.1% | |
| 29348 | 1 | < 0.1% | |
| 17058 | 1 | < 0.1% | |
| 23201 | 1 | < 0.1% | |
| 21152 | 1 | < 0.1% | |
| 109215 | 1 | < 0.1% | |
| 107166 | 1 | < 0.1% | |
| Other values (608769) | 608769 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 651977 | 1 | < 0.1% | |
| 651976 | 1 | < 0.1% | |
| 651975 | 1 | < 0.1% | |
| 651974 | 1 | < 0.1% | |
| 651973 | 1 | < 0.1% |
duracion
Numeric
| Distinct count | 216 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 25.69800371 |
|---|---|
| Minimum | 1 |
| Maximum | 646 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 15 |
| Median | 15 |
| Q3 | 30 |
| 95-th percentile | 90 |
| Maximum | 646 |
| Range | 645 |
| Interquartile range | 15 |
Descriptive statistics
| Standard deviation | 25.44912518 |
|---|---|
| Coef of variation | 0.9903152584 |
| Kurtosis | 17.29284253 |
| Mean | 25.69800371 |
| MAD | 15.93308501 |
| Skewness | 3.382333109 |
| Sum | 15644405 |
| Variance | 647.6579727 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 327.5 333. 360.5 364.5 646. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 15 | 308321 | 50.6% | |
| 30 | 65484 | 10.8% | |
| 7 | 16851 | 2.8% | |
| 12 | 14182 | 2.3% | |
| 32 | 13811 | 2.3% | |
| 10 | 12579 | 2.1% | |
| 18 | 11609 | 1.9% | |
| 90 | 11456 | 1.9% | |
| 8 | 10753 | 1.8% | |
| 31 | 9796 | 1.6% | |
| Other values (206) | 133937 | 22.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 350 | 0.1% | |
| 2 | 3285 | 0.5% | |
| 3 | 406 | 0.1% | |
| 4 | 2089 | 0.3% | |
| 5 | 3997 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 646 | 2 | < 0.1% | |
| 453 | 6 | < 0.1% | |
| 397 | 6 | < 0.1% | |
| 365 | 2 | < 0.1% | |
| 364 | 1 | < 0.1% |
empresa_con_normalizada
Categorical
| Distinct count | 124 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| COSUGAS SRL | |
|---|---|
| EMA SERVICIOS S.A. | |
| AUTOTROL S.A.CONSTRUMAN S.A. UTE | 54015 |
| Other values (121) |
| Value | Count | Frequency (%) | |
| COSUGAS SRL | 87077 | 14.3% | |
| EMA SERVICIOS S.A. | 79481 | 13.1% | |
| AUTOTROL S.A.CONSTRUMAN S.A. UTE | 54015 | 8.9% | |
| AGUA Y SANEAMIENTOS ARGENTINOS SOCI | 45281 | 7.4% | |
| ARGENCOBRA S.A. | 38220 | 6.3% | |
| ZUBDESA SA | 26490 | 4.4% | |
| MANTELECTRIC I.C.I.S.A. | 23741 | 3.9% | |
| INARTECO S.A. | 23572 | 3.9% | |
| C Y E CONSTRUCCIONES SA | 20740 | 3.4% | |
| POSE S.A | 13287 | 2.2% | |
| Other values (114) | 196875 | 32.3% |
| Max length | 35 |
|---|---|
| Mean length | 18.37450372 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
empresa_solicitante_normalizada
Categorical
| Distinct count | 65 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 102 |
| AYSA S.A. | |
|---|---|
| METROGAS S.A. | |
| EDESUR S.A. | |
| Other values (61) |
| Value | Count | Frequency (%) | |
| AYSA S.A. | 232853 | 38.2% | |
| METROGAS S.A. | 99968 | 16.4% | |
| EDESUR S.A. | 79040 | 13.0% | |
| AUTOTROL S.A.CONSTRUMAN S.A. UTE | 54015 | 8.9% | |
| EDENOR S.A. | 38465 | 6.3% | |
| DIRECCIÓN GENERAL DE ALUMBRADO | 14731 | 2.4% | |
| MANTELECTRIC I.C.I.S.A. | 14187 | 2.3% | |
| NSS S.A. | 12650 | 2.1% | |
| TELEFONICA ARGENTINA S.A. | 10525 | 1.7% | |
| ALUMINI ENGENHARIA S.A. | 7738 | 1.3% | |
| Other values (54) | 44505 | 7.3% |
| Max length | 53 |
|---|---|
| Mean length | 14.55543802 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
fin_obra
Categorical
| Distinct count | 864 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2019-02-11 00:00:00+00:00 | 3873 |
|---|---|
| 2017-12-05 00:00:00+00:00 | 3520 |
| 2017-11-29 00:00:00+00:00 | 2881 |
| Other values (861) |
| Value | Count | Frequency (%) | |
| 2019-02-11 00:00:00+00:00 | 3873 | 0.6% | |
| 2017-12-05 00:00:00+00:00 | 3520 | 0.6% | |
| 2017-11-29 00:00:00+00:00 | 2881 | 0.5% | |
| 2018-05-21 00:00:00+00:00 | 2682 | 0.4% | |
| 2017-10-31 00:00:00+00:00 | 2679 | 0.4% | |
| 2017-10-18 00:00:00+00:00 | 2595 | 0.4% | |
| 2017-10-25 00:00:00+00:00 | 2525 | 0.4% | |
| 2018-10-08 00:00:00+00:00 | 2378 | 0.4% | |
| 2017-08-31 00:00:00+00:00 | 2339 | 0.4% | |
| 2018-07-16 00:00:00+00:00 | 2254 | 0.4% | |
| Other values (854) | 581053 | 95.4% |
| Max length | 25 |
|---|---|
| Mean length | 25 |
| Min length | 25 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
gp_nuevo
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 97.5% |
| Missing (n) | 593621 |
| VE8 | 15158 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| VE8 | 15158 | 2.5% | |
| (Missing) | 593621 | 97.5% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
grupo_planificador
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| CC | |
|---|---|
| CO | |
| CM |
| Value | Count | Frequency (%) | |
| CC | 222105 | 36.5% | |
| CO | 196389 | 32.3% | |
| CM | 122367 | 20.1% | |
| CD | 67918 | 11.2% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
inicio_obra
Categorical
| Distinct count | 852 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 2017-11-06 00:00:00+00:00 | 3287 |
|---|---|
| 2017-09-18 00:00:00+00:00 | 3245 |
| 2018-05-21 00:00:00+00:00 | 3163 |
| Other values (849) |
| Value | Count | Frequency (%) | |
| 2017-11-06 00:00:00+00:00 | 3287 | 0.5% | |
| 2017-09-18 00:00:00+00:00 | 3245 | 0.5% | |
| 2018-05-21 00:00:00+00:00 | 3163 | 0.5% | |
| 2019-01-28 00:00:00+00:00 | 3093 | 0.5% | |
| 2019-01-21 00:00:00+00:00 | 2945 | 0.5% | |
| 2018-12-03 00:00:00+00:00 | 2921 | 0.5% | |
| 2018-02-14 00:00:00+00:00 | 2792 | 0.5% | |
| 2019-02-04 00:00:00+00:00 | 2762 | 0.5% | |
| 2018-03-26 00:00:00+00:00 | 2616 | 0.4% | |
| 2017-08-07 00:00:00+00:00 | 2580 | 0.4% | |
| Other values (842) | 579375 | 95.2% |
| Max length | 25 |
|---|---|
| Mean length | 25 |
| Min length | 25 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
latitude
Numeric
| Distinct count | 13826 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -34.61079272 |
|---|---|
| Minimum | -34.70217 |
| Maximum | -34.53555 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -34.70217 |
|---|---|
| 5-th percentile | -34.65698 |
| Q1 | -34.63244 |
| Median | -34.61134 |
| Q3 | -34.58966 |
| 95-th percentile | -34.55793 |
| Maximum | -34.53555 |
| Range | 0.16662 |
| Interquartile range | 0.04278 |
Descriptive statistics
| Standard deviation | 0.03018947203 |
|---|---|
| Coef of variation | -0.0008722560118 |
| Kurtosis | -0.3097172899 |
| Mean | -34.61079272 |
| MAD | 0.02443674541 |
| Skewness | 0.01634512284 |
| Sum | -21070323.78 |
| Variance | 0.0009114042212 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-34.70217 -34.697135 -34.696635 -34.696285 -34.696205 ... -34.53698 -34.536335 -34.53629 -34.536195 -34.53555 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -34.60461 | 395 | 0.1% | |
| -34.60747 | 360 | 0.1% | |
| -34.61368 | 323 | 0.1% | |
| -34.60528 | 310 | 0.1% | |
| -34.60353 | 309 | 0.1% | |
| -34.61769 | 308 | 0.1% | |
| -34.5842 | 308 | 0.1% | |
| -34.60345 | 299 | < 0.1% | |
| -34.62947 | 292 | < 0.1% | |
| -34.59639 | 291 | < 0.1% | |
| Other values (13816) | 605584 | 99.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -34.70217 | 1 | < 0.1% | |
| -34.69752 | 5 | < 0.1% | |
| -34.69732 | 4 | < 0.1% | |
| -34.69695 | 18 | < 0.1% | |
| -34.69691 | 12 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -34.53555 | 2 | < 0.1% | |
| -34.53595 | 22 | < 0.1% | |
| -34.536 | 1 | < 0.1% | |
| -34.53612 | 4 | < 0.1% | |
| -34.53613 | 1 | < 0.1% |
latitude_3
Highly correlated
This variable is highly correlated with latitude and should be ignored for analysis
| Correlation | 0.9999542418 |
|---|
longitude
Numeric
| Distinct count | 16712 |
|---|---|
| Unique (%) | 2.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -58.44955777 |
|---|---|
| Minimum | -58.53043 |
| Maximum | -58.3457 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -58.53043 |
|---|---|
| 5-th percentile | -58.5186 |
| Q1 | -58.48517 |
| Median | -58.45424 |
| Q3 | -58.41302 |
| 95-th percentile | -58.37423 |
| Maximum | -58.3457 |
| Range | 0.18473 |
| Interquartile range | 0.07215 |
Descriptive statistics
| Standard deviation | 0.04430942614 |
|---|---|
| Coef of variation | -0.00075807975 |
| Kurtosis | -1.021835062 |
| Mean | -58.44955777 |
| MAD | 0.03779663184 |
| Skewness | 0.1843965833 |
| Sum | -35582863.33 |
| Variance | 0.001963325245 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[-58.53043 -58.53038 -58.5301 -58.529765 -58.52975 ... -58.35416 -58.3541 -58.35362 -58.3535 -58.3457 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -58.3679 | 465 | 0.1% | |
| -58.47189 | 265 | < 0.1% | |
| -58.38967 | 263 | < 0.1% | |
| -58.39776 | 252 | < 0.1% | |
| -58.45266 | 249 | < 0.1% | |
| -58.44014 | 247 | < 0.1% | |
| -58.49067 | 247 | < 0.1% | |
| -58.49564 | 243 | < 0.1% | |
| -58.43899 | 241 | < 0.1% | |
| -58.47693 | 238 | < 0.1% | |
| Other values (16702) | 606069 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -58.53043 | 1 | < 0.1% | |
| -58.53041 | 10 | < 0.1% | |
| -58.53039 | 11 | < 0.1% | |
| -58.53037 | 2 | < 0.1% | |
| -58.53034 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -58.3457 | 2 | < 0.1% | |
| -58.34865 | 4 | < 0.1% | |
| -58.35154 | 2 | < 0.1% | |
| -58.35339 | 2 | < 0.1% | |
| -58.35361 | 15 | < 0.1% |
longitude_3
Highly correlated
This variable is highly correlated with longitude and should be ignored for analysis
| Correlation | 0.9999787756 |
|---|
mobileactasecuestro
Highly correlated
This variable is highly correlated with activitynumber and should be ignored for analysis
| Correlation | 0.9984427709 |
|---|
mobilec01
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.9% |
| Missing (n) | 607937 |
| 1 | 842 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 842 | 0.1% | |
| (Missing) | 607937 | 99.9% |
mobilec02
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.8% |
| Missing (n) | 607840 |
| 1 | 939 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 939 | 0.2% | |
| (Missing) | 607840 | 99.8% |
mobilec06
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 97.7% |
| Missing (n) | 594976 |
| 1 | 13803 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 13803 | 2.3% | |
| (Missing) | 594976 | 97.7% |
mobilec07
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 92.8% |
| Missing (n) | 564977 |
| 1 | 43802 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 43802 | 7.2% | |
| (Missing) | 564977 | 92.8% |
mobilec08
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 96.1% |
| Missing (n) | 584818 |
| 1 | 23961 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 23961 | 3.9% | |
| (Missing) | 584818 | 96.1% |
mobilec09
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 608739 |
| 1 | 40 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 40 | < 0.1% | |
| (Missing) | 608739 | > 99.9% |
mobilec10
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 97.6% |
| Missing (n) | 594346 |
| 1 | 14433 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 14433 | 2.4% | |
| (Missing) | 594346 | 97.6% |
mobilec11
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 97.1% |
| Missing (n) | 591049 |
| 1 | 17730 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 17730 | 2.9% | |
| (Missing) | 591049 | 97.1% |
mobilec12
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.9% |
| Missing (n) | 559377 |
| 1 | 49402 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 49402 | 8.1% | |
| (Missing) | 559377 | 91.9% |
mobilec13
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.3% |
| Missing (n) | 555938 |
| 1 | 52841 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 52841 | 8.7% | |
| (Missing) | 555938 | 91.3% |
mobilec14
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 91.8% |
| Missing (n) | 558749 |
| 1 | 50030 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 50030 | 8.2% | |
| (Missing) | 558749 | 91.8% |
mobilec15
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.1% |
| Missing (n) | 603092 |
| 1 | 5687 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 5687 | 0.9% | |
| (Missing) | 603092 | 99.1% |
mobilec16
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.3% |
| Missing (n) | 604463 |
| 1 | 4316 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 4316 | 0.7% | |
| (Missing) | 604463 | 99.3% |
mobilec17
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 94.3% |
| Missing (n) | 574375 |
| 1 | 34404 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 34404 | 5.7% | |
| (Missing) | 574375 | 94.3% |
mobilec18
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.7% |
| Missing (n) | 606762 |
| 1 | 2017 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 2017 | 0.3% | |
| (Missing) | 606762 | 99.7% |
mobilec20
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 97.5% |
| Missing (n) | 593491 |
| 1 | 15288 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 15288 | 2.5% | |
| (Missing) | 593491 | 97.5% |
mobilec21
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 95.9% |
| Missing (n) | 584058 |
| 1 | 24721 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 24721 | 4.1% | |
| (Missing) | 584058 | 95.9% |
mobilec22
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 608686 |
| 1 | 93 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 93 | < 0.1% | |
| (Missing) | 608686 | > 99.9% |
mobilec23
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 98.5% |
| Missing (n) | 599885 |
| 1 | 8894 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 8894 | 1.5% | |
| (Missing) | 599885 | 98.5% |
mobilec24
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 98.8% |
| Missing (n) | 601745 |
| 1 | 7034 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 7034 | 1.2% | |
| (Missing) | 601745 | 98.8% |
mobilec25
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 94.3% |
| Missing (n) | 574160 |
| 1 | 34619 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 34619 | 5.7% | |
| (Missing) | 574160 | 94.3% |
mobilec26
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 96.1% |
| Missing (n) | 585266 |
| 1 | 23513 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 23513 | 3.9% | |
| (Missing) | 585266 | 96.1% |
mobilec27
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 608593 |
| 1 | 186 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 186 | < 0.1% | |
| (Missing) | 608593 | > 99.9% |
mobilec28
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 608662 |
| 1 | 117 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 117 | < 0.1% | |
| (Missing) | 608662 | > 99.9% |
mobilec29
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.8% |
| Missing (n) | 607770 |
| 1 | 1009 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 1009 | 0.2% | |
| (Missing) | 607770 | 99.8% |
mobilec30
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.3% |
| Missing (n) | 604802 |
| 1 | 3977 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 3977 | 0.7% | |
| (Missing) | 604802 | 99.3% |
mobilec31
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.2% |
| Missing (n) | 604039 |
| 1 | 4740 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 4740 | 0.8% | |
| (Missing) | 604039 | 99.2% |
mobilec32
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.8% |
| Missing (n) | 607566 |
| 1 | 1213 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 1213 | 0.2% | |
| (Missing) | 607566 | 99.8% |
mobilec33
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.7% |
| Missing (n) | 606922 |
| 1 | 1857 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 1857 | 0.3% | |
| (Missing) | 606922 | 99.7% |
mobilec34
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 99.6% |
| Missing (n) | 606108 |
| 1 | 2671 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 2671 | 0.4% | |
| (Missing) | 606108 | 99.6% |
mobiledesnivel
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | > 99.9% |
| Missing (n) | 608771 |
| 1 | 8 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 8 | < 0.1% | |
| (Missing) | 608771 | > 99.9% |
mobileseveridad
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 97.0% |
| Missing (n) | 590309 |
| CMR | 7263 |
|---|---|
| GPA | 4971 |
| CPE | 3289 |
| Other values (4) | 2947 |
| (Missing) |
| Value | Count | Frequency (%) | |
| CMR | 7263 | 1.2% | |
| GPA | 4971 | 0.8% | |
| CPE | 3289 | 0.5% | |
| ELA | 1418 | 0.2% | |
| EPB | 845 | 0.1% | |
| CAM | 442 | 0.1% | |
| CAB | 242 | < 0.1% | |
| (Missing) | 590309 | 97.0% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
no_realizado
Categorical
| Distinct count | 104 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 88.9% |
| Missing (n) | 541465 |
| vacio | 53855 |
|---|---|
| ninguno | 3770 |
| Otra tarea asignada | 2536 |
| Other values (100) | 7153 |
| (Missing) |
| Value | Count | Frequency (%) | |
| vacio | 53855 | 8.8% | |
| ninguno | 3770 | 0.6% | |
| Otra tarea asignada | 2536 | 0.4% | |
| otros | 1819 | 0.3% | |
| condiciones_climaticas | 1039 | 0.2% | |
| zona_postergada | 708 | 0.1% | |
| Enfermedad | 489 | 0.1% | |
| Problemas con celular | 373 | 0.1% | |
| 0 | 371 | 0.1% | |
| 1 | 355 | 0.1% | |
| Other values (93) | 1999 | 0.3% | |
| (Missing) | 541465 | 88.9% |
| Max length | 22 |
|---|---|
| Mean length | 3.332059746 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
obra_ancho
Numeric
| Distinct count | 291 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8302145442 |
|---|---|
| Minimum | 0 |
| Maximum | 289 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.6 |
| Median | 0.6 |
| Q3 | 1 |
| 95-th percentile | 1.2 |
| Maximum | 289 |
| Range | 289 |
| Interquartile range | 0.4 |
Descriptive statistics
| Standard deviation | 2.438616068 |
|---|---|
| Coef of variation | 2.937332386 |
| Kurtosis | 3088.468218 |
| Mean | 0.8302145442 |
| MAD | 0.3694774134 |
| Skewness | 45.277181 |
| Sum | 505417.18 |
| Variance | 5.946848329 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.0000e+00 2.0000e-02 1.5000e-01 2.2500e-01 2.6500e-01 ... 5.5500e+01 7.3500e+01 9.2000e+01 1.2429e+02 2.8900e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.6 | 196452 | 32.3% | |
| 1 | 135455 | 22.3% | |
| 0.4 | 129184 | 21.2% | |
| 0.8 | 77374 | 12.7% | |
| 1.2 | 15116 | 2.5% | |
| 0.5 | 9945 | 1.6% | |
| 0.65 | 7388 | 1.2% | |
| 2 | 6127 | 1.0% | |
| 1.6 | 3420 | 0.6% | |
| 0.52 | 3310 | 0.5% | |
| Other values (281) | 25008 | 4.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1356 | 0.2% | |
| 0.04 | 3 | < 0.1% | |
| 0.06 | 3 | < 0.1% | |
| 0.1 | 19 | < 0.1% | |
| 0.2 | 3013 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 289 | 2 | < 0.1% | |
| 252 | 1 | < 0.1% | |
| 250 | 3 | < 0.1% | |
| 220 | 3 | < 0.1% | |
| 212 | 5 | < 0.1% |
obra_largo
Numeric
| Distinct count | 1279 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.688224298 |
|---|---|
| Minimum | 0 |
| Maximum | 999 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.46 |
| Q1 | 0.6 |
| Median | 1.2 |
| Q3 | 5 |
| 95-th percentile | 40 |
| Maximum | 999 |
| Range | 999 |
| Interquartile range | 4.4 |
Descriptive statistics
| Standard deviation | 20.25979864 |
|---|---|
| Coef of variation | 2.635172681 |
| Kurtosis | 248.1625455 |
| Mean | 7.688224298 |
| MAD | 9.504491521 |
| Skewness | 9.902760235 |
| Sum | 4680429.5 |
| Variance | 410.4594408 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.0000e+00 3.0000e-02 7.0000e-02 1.3000e-01 1.9000e-01 ... 3.5200e+02 4.0750e+02 5.4425e+02 5.8410e+02 9.9900e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.6 | 122572 | 20.1% | |
| 1 | 79621 | 13.1% | |
| 1.2 | 43801 | 7.2% | |
| 2 | 38086 | 6.3% | |
| 10 | 33399 | 5.5% | |
| 0.8 | 32089 | 5.3% | |
| 4 | 26927 | 4.4% | |
| 0.4 | 26793 | 4.4% | |
| 3 | 20463 | 3.4% | |
| 5 | 18395 | 3.0% | |
| Other values (1269) | 166633 | 27.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 744 | 0.1% | |
| 0.06 | 4 | < 0.1% | |
| 0.08 | 23 | < 0.1% | |
| 0.1 | 13 | < 0.1% | |
| 0.12 | 12 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 999 | 8 | < 0.1% | |
| 890 | 4 | < 0.1% | |
| 885 | 2 | < 0.1% | |
| 800 | 7 | < 0.1% | |
| 750 | 9 | < 0.1% |
obra_profundidad
Numeric
| Distinct count | 106 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8078796082 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.6 |
| Median | 0.8 |
| Q3 | 1 |
| 95-th percentile | 1.3 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 0.4 |
Descriptive statistics
| Standard deviation | 0.7482315479 |
|---|---|
| Coef of variation | 0.9261671421 |
| Kurtosis | 4011.400118 |
| Mean | 0.8078796082 |
| MAD | 0.2559899908 |
| Skewness | 49.29019135 |
| Sum | 491820.14 |
| Variance | 0.5598504492 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00e+00 1.00e-02 3.00e-02 4.50e-02 9.00e-02 ... 3.10e+01 3.35e+01 3.75e+01 7.75e+01 1.00e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.6 | 169029 | 27.8% | |
| 0.8 | 113646 | 18.7% | |
| 1 | 111481 | 18.3% | |
| 0.4 | 59880 | 9.8% | |
| 1.2 | 37415 | 6.1% | |
| 0.7 | 20805 | 3.4% | |
| 1.1 | 18401 | 3.0% | |
| 0.65 | 15108 | 2.5% | |
| 1.3 | 13148 | 2.2% | |
| 2 | 10197 | 1.7% | |
| Other values (96) | 39669 | 6.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2484 | 0.4% | |
| 0.02 | 2 | < 0.1% | |
| 0.04 | 19 | < 0.1% | |
| 0.05 | 6 | < 0.1% | |
| 0.08 | 11 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 2 | < 0.1% | |
| 80 | 3 | < 0.1% | |
| 75 | 4 | < 0.1% | |
| 70 | 3 | < 0.1% | |
| 60 | 10 | < 0.1% |
obra_superficie_m2
Numeric
| Distinct count | 1968 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.797647591 |
|---|---|
| Minimum | 0 |
| Maximum | 21228 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.4784 |
| Median | 1 |
| Q3 | 4 |
| 95-th percentile | 21.2 |
| Maximum | 21228 |
| Range | 21228 |
| Interquartile range | 3.5216 |
Descriptive statistics
| Standard deviation | 133.1818959 |
|---|---|
| Coef of variation | 19.59235075 |
| Kurtosis | 14027.3112 |
| Mean | 6.797647591 |
| MAD | 8.981603946 |
| Skewness | 109.3212681 |
| Sum | 4138265.103 |
| Variance | 17737.41738 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.0000000e+00 5.0000000e-03 3.8000000e-02 5.0000000e-02 7.0000000e-02 ... 7.0450000e+03 8.0898409e+03 1.3506057e+04 1.3552517e+04 2.1228000e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.36 | 101521 | 16.7% | |
| 1 | 69505 | 11.4% | |
| 4 | 33678 | 5.5% | |
| 1.2 | 21351 | 3.5% | |
| 2 | 20697 | 3.4% | |
| 0.96 | 19073 | 3.1% | |
| 0.8 | 18580 | 3.1% | |
| 0.72 | 18079 | 3.0% | |
| 0.48 | 17655 | 2.9% | |
| 2.4 | 17344 | 2.8% | |
| Other values (1958) | 271296 | 44.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1690 | 0.3% | |
| 0.01 | 2 | < 0.1% | |
| 0.02 | 3 | < 0.1% | |
| 0.036 | 4 | < 0.1% | |
| 0.04 | 602 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 21228 | 9 | < 0.1% | |
| 13596.4 | 13 | < 0.1% | |
| 13508.634 | 5 | < 0.1% | |
| 13503.48 | 2 | < 0.1% | |
| 12012.15 | 3 | < 0.1% |
obra_volumen_m3
Numeric
| Distinct count | 2750 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 15.56101062 |
|---|---|
| Minimum | 0 |
| Maximum | 203946 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.128 |
| Q1 | 0.36 |
| Median | 1 |
| Q3 | 2.94 |
| 95-th percentile | 16 |
| Maximum | 203946 |
| Range | 203946 |
| Interquartile range | 2.58 |
Descriptive statistics
| Standard deviation | 1281.773864 |
|---|---|
| Coef of variation | 82.37086239 |
| Kurtosis | 21018.89983 |
| Mean | 15.56101062 |
| MAD | 25.78658098 |
| Skewness | 141.2477943 |
| Sum | 9473216.482 |
| Variance | 1642944.239 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000000e+00 2.50000000e-03 7.20000000e-03 9.00000000e-03 1.10000000e-02 ... 6.50000000e+03 6.75000000e+03 1.72500000e+04 2.02590855e+05 2.03946000e+05], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.216 | 71302 | 11.7% | |
| 1 | 61289 | 10.1% | |
| 0.432 | 32998 | 5.4% | |
| 0.64 | 17324 | 2.8% | |
| 2.6 | 13651 | 2.2% | |
| 4 | 13401 | 2.2% | |
| 0.72 | 12193 | 2.0% | |
| 1.92 | 11297 | 1.9% | |
| 0.064 | 10516 | 1.7% | |
| 0.96 | 10316 | 1.7% | |
| Other values (2740) | 354492 | 58.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 3538 | 0.6% | |
| 0.005 | 2 | < 0.1% | |
| 0.0064 | 3 | < 0.1% | |
| 0.008 | 553 | 0.1% | |
| 0.01 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 203946 | 13 | < 0.1% | |
| 202629.51 | 3 | < 0.1% | |
| 202552.2 | 2 | < 0.1% | |
| 149727.6 | 3 | < 0.1% | |
| 118121.52 | 9 | < 0.1% |
output
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 328604 | 54.0% | |
| 1 | 280175 | 46.0% |
resource_name
Categorical
| Distinct count | 378 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Harilaos Belen | 5673 |
|---|---|
| Ballestero Daniela | 5240 |
| Vasconcellos Marcelo Ricardo | 5100 |
| Other values (375) |
| Value | Count | Frequency (%) | |
| Harilaos Belen | 5673 | 0.9% | |
| Ballestero Daniela | 5240 | 0.9% | |
| Vasconcellos Marcelo Ricardo | 5100 | 0.8% | |
| García Yanina | 5005 | 0.8% | |
| Yantorno Susana | 4973 | 0.8% | |
| Guillen Guido | 4904 | 0.8% | |
| SCARANTE | 4722 | 0.8% | |
| Bustos Sebastian | 4665 | 0.8% | |
| Carante Silvina | 4629 | 0.8% | |
| Astorga Axel Julian | 4621 | 0.8% | |
| Other values (368) | 559247 | 91.9% |
| Max length | 34 |
|---|---|
| Mean length | 14.12080082 |
| Min length | 5 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
severidad
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 69.7% |
| Missing (n) | 424335 |
| 3 | 78806 |
|---|---|
| 2 | 74078 |
| 1 | 31560 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 3 | 78806 | 12.9% | |
| 2 | 74078 | 12.2% | |
| 1 | 31560 | 5.2% | |
| (Missing) | 424335 | 69.7% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
status_usuario
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| REOK | |
|---|---|
| SERV | |
| VERI | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| REOK | 231565 | 38.0% | |
| SERV | 136970 | 22.5% | |
| VERI | 129263 | 21.2% | |
| INEX | 110110 | 18.1% | |
| PLAN | 871 | 0.1% |
| Max length | 4 |
|---|---|
| Mean length | 4 |
| Min length | 4 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
tipo_obra
Constant
This variable is constant and should be ignored for analysis
| Constant value | ACERA |
|---|
traveltime
Numeric
| Distinct count | 492 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 3.5% |
| Missing (n) | 21240 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.924905411 |
|---|---|
| Minimum | 0 |
| Maximum | 750 |
| Zeros (%) | 18.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 6 |
| 95-th percentile | 23 |
| Maximum | 750 |
| Range | 750 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 19.50357911 |
|---|---|
| Coef of variation | 2.816439786 |
| Kurtosis | 190.0229049 |
| Mean | 6.924905411 |
| MAD | 7.337992293 |
| Skewness | 11.07029057 |
| Sum | 4068652 |
| Variance | 380.3895982 |
| Memory size | 4.6 MiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 113739 | 18.7% | |
| 1 | 98602 | 16.2% | |
| 2 | 67341 | 11.1% | |
| 3 | 56479 | 9.3% | |
| 4 | 45829 | 7.5% | |
| 5 | 36424 | 6.0% | |
| 6 | 28498 | 4.7% | |
| 7 | 22115 | 3.6% | |
| 8 | 17368 | 2.9% | |
| 9 | 13313 | 2.2% | |
| Other values (481) | 87831 | 14.4% | |
| (Missing) | 21240 | 3.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 113739 | 18.7% | |
| 1 | 98602 | 16.2% | |
| 2 | 67341 | 11.1% | |
| 3 | 56479 | 9.3% | |
| 4 | 45829 | 7.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 750 | 1 | < 0.1% | |
| 738 | 1 | < 0.1% | |
| 693 | 1 | < 0.1% | |
| 686 | 1 | < 0.1% | |
| 680 | 1 | < 0.1% |
First rows
| activitynumber | activitywotype | apptnumber | BARRIO | clase_aviso | COMUNA | date | df_index | duracion | empresa_con_normalizada | empresa_solicitante_normalizada | fin_obra | gp_nuevo | grupo_planificador | inicio_obra | latitude | latitude_3 | longitude | longitude_3 | mobileactasecuestro | mobilec01 | mobilec02 | mobilec06 | mobilec07 | mobilec08 | mobilec09 | mobilec10 | mobilec11 | mobilec12 | mobilec13 | mobilec14 | mobilec15 | mobilec16 | mobilec17 | mobilec18 | mobilec20 | mobilec21 | mobilec22 | mobilec23 | mobilec24 | mobilec25 | mobilec26 | mobilec27 | mobilec28 | mobilec29 | mobilec30 | mobilec31 | mobilec32 | mobilec33 | mobilec34 | mobiledesnivel | mobileseveridad | no_realizado | obra_ancho | obra_largo | obra_profundidad | obra_superficie_m2 | obra_volumen_m3 | output | resource_name | severidad | status_usuario | tipo_obra | traveltime | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 13.0 | 4.0 | 150019832130 | RECOLETA | EM | 2.0 | 2017-08-10 00:00:00+00:00 | 5 | 3 | RADIOTRONICA SERV Y LOG SA | TELEFONICA ARGENTINA S.A. | 2017-08-10 00:00:00+00:00 | NaN | CO | 2017-08-08 00:00:00+00:00 | -34.58810 | -34.588 | -58.39849 | -58.398 | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | CMR | NaN | 1.0 | 1.2 | 1.0 | 1.2 | 1.2 | 0 | Bidegain Alejandro | 2.0 | VERI | ACERA | NaN |
| 1 | 14.0 | 4.0 | 150019832120 | RECOLETA | EM | 2.0 | 2017-08-10 00:00:00+00:00 | 6 | 3 | RADIOTRONICA SERV Y LOG SA | TELEFONICA ARGENTINA S.A. | 2017-08-10 00:00:00+00:00 | NaN | CO | 2017-08-08 00:00:00+00:00 | -34.58810 | -34.588 | -58.39849 | -58.398 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.4 | 10.0 | 0.7 | 4.0 | 2.8 | 1 | Bidegain Alejandro | NaN | VERI | ACERA | NaN |
| 2 | 26.0 | 4.0 | 150019914020 | RECOLETA | EM | 2.0 | 2017-08-18 00:00:00+00:00 | 15 | 4 | RADIOTRONICA SERV Y LOG SA | TELEFONICA ARGENTINA S.A. | 2017-08-18 00:00:00+00:00 | NaN | CO | 2017-08-15 00:00:00+00:00 | -34.58742 | -34.587 | -58.40573 | -58.406 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3.0 | 1.0 | 3.0 | 3.0 | 1 | Mellinger Belén | NaN | VERI | ACERA | NaN |
| 3 | 27.0 | 4.0 | 150019904220 | RECOLETA | EM | 2.0 | 2017-08-18 00:00:00+00:00 | 16 | 4 | RADIOTRONICA SERV Y LOG SA | TELEFONICA ARGENTINA S.A. | 2017-08-18 00:00:00+00:00 | NaN | CO | 2017-08-15 00:00:00+00:00 | -34.58742 | -34.587 | -58.40573 | -58.406 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3.0 | 1.0 | 3.0 | 3.0 | 1 | Mellinger Belén | NaN | VERI | ACERA | NaN |
| 4 | 28.0 | 4.0 | 150019914030 | RECOLETA | EM | 2.0 | 2017-08-18 00:00:00+00:00 | 17 | 4 | RADIOTRONICA SERV Y LOG SA | TELEFONICA ARGENTINA S.A. | 2017-08-18 00:00:00+00:00 | NaN | CO | 2017-08-15 00:00:00+00:00 | -34.58753 | -34.588 | -58.40586 | -58.406 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3.0 | 1.0 | 3.0 | 3.0 | 0 | Mellinger Belén | 3.0 | VERI | ACERA | NaN |
| 5 | 29.0 | 4.0 | 150019904210 | RECOLETA | EM | 2.0 | 2017-08-18 00:00:00+00:00 | 18 | 4 | RADIOTRONICA SERV Y LOG SA | TELEFONICA ARGENTINA S.A. | 2017-08-18 00:00:00+00:00 | NaN | CO | 2017-08-15 00:00:00+00:00 | -34.58764 | -34.588 | -58.40598 | -58.406 | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3.0 | 1.0 | 3.0 | 3.0 | 0 | Mellinger Belén | 3.0 | VERI | ACERA | NaN |
| 6 | 30.0 | 4.0 | 150019914010 | RECOLETA | EM | 2.0 | 2017-08-18 00:00:00+00:00 | 19 | 4 | RADIOTRONICA SERV Y LOG SA | TELEFONICA ARGENTINA S.A. | 2017-08-18 00:00:00+00:00 | NaN | CO | 2017-08-15 00:00:00+00:00 | -34.58764 | -34.588 | -58.40598 | -58.406 | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3.0 | 1.0 | 3.0 | 3.0 | 0 | Mellinger Belén | 3.0 | VERI | ACERA | NaN |
| 7 | 51.0 | 4.0 | 150020813520 | RECOLETA | EM | 2.0 | 2017-11-16 00:00:00+00:00 | 95 | 4 | EZENTIS ARGENTINA S.A | TELEFONICA ARGENTINA S.A. | 2017-11-17 00:00:00+00:00 | NaN | CO | 2017-11-14 00:00:00+00:00 | -34.59388 | -34.594 | -58.40041 | -58.400 | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.5 | 2.0 | 0.9 | 3.0 | 2.7 | 0 | Mellinger Belén | 3.0 | VERI | ACERA | 18.0 |
| 8 | 20.0 | 4.0 | 150020813510 | RECOLETA | EM | 2.0 | 2017-11-16 00:00:00+00:00 | 96 | 4 | EZENTIS ARGENTINA S.A | TELEFONICA ARGENTINA S.A. | 2017-11-17 00:00:00+00:00 | NaN | CO | 2017-11-14 00:00:00+00:00 | -34.59770 | -34.598 | -58.40271 | -58.403 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.5 | 2.0 | 0.9 | 3.0 | 2.7 | 0 | Mellinger Belén | NaN | INEX | ACERA | 0.0 |
| 9 | 29.0 | 4.0 | 140008931610 | RECOLETA | AP | 2.0 | 2017-12-05 00:00:00+00:00 | 170 | 15 | EZENTIS ARGENTINA S.A | TELEFONICA ARGENTINA S.A. | 2017-12-05 00:00:00+00:00 | NaN | CO | 2017-11-21 00:00:00+00:00 | -34.59489 | -34.595 | -58.39290 | -58.393 | NaN | NaN | NaN | 1.0 | 1.0 | NaN | NaN | NaN | NaN | 1.0 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.4 | 60.0 | 0.7 | 24.0 | 16.8 | 0 | Ortiz Gisele | 3.0 | VERI | ACERA | 6.0 |
Last rows
| activitynumber | activitywotype | apptnumber | BARRIO | clase_aviso | COMUNA | date | df_index | duracion | empresa_con_normalizada | empresa_solicitante_normalizada | fin_obra | gp_nuevo | grupo_planificador | inicio_obra | latitude | latitude_3 | longitude | longitude_3 | mobileactasecuestro | mobilec01 | mobilec02 | mobilec06 | mobilec07 | mobilec08 | mobilec09 | mobilec10 | mobilec11 | mobilec12 | mobilec13 | mobilec14 | mobilec15 | mobilec16 | mobilec17 | mobilec18 | mobilec20 | mobilec21 | mobilec22 | mobilec23 | mobilec24 | mobilec25 | mobilec26 | mobilec27 | mobilec28 | mobilec29 | mobilec30 | mobilec31 | mobilec32 | mobilec33 | mobilec34 | mobiledesnivel | mobileseveridad | no_realizado | obra_ancho | obra_largo | obra_profundidad | obra_superficie_m2 | obra_volumen_m3 | output | resource_name | severidad | status_usuario | tipo_obra | traveltime | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 608769 | NaN | NaN | 140010316280 | PARQUE CHAS | AP | 15.0 | 2018-12-07 00:00:00+00:00 | 635390 | 10 | C P S COMUNICACIONES SA | CPS COMUNICACIONES S.A. | 2018-09-21 00:00:00+00:00 | NaN | CM | 2018-09-12 00:00:00+00:00 | -34.58106 | -34.581 | -58.47450 | -58.474 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.40 | 1.46 | 0.8 | 0.584 | 0.4672 | 1 | SCARANTE | NaN | REOK | ACERA | 0.0 |
| 608770 | NaN | NaN | 140010513010 | PARQUE CHAS | AP | 15.0 | 2019-02-04 00:00:00+00:00 | 647538 | 10 | CASTPRO SRL | CASTPRO SRL | 2018-11-09 00:00:00+00:00 | NaN | CM | 2018-10-31 00:00:00+00:00 | -34.57974 | -34.580 | -58.47636 | -58.476 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1.0 | NaN | NaN | NaN | 0.40 | 30.00 | 0.7 | 12.000 | 8.4000 | 1 | APELAEZ | NaN | REOK | ACERA | 0.0 |
| 608771 | NaN | NaN | 140009901830 | PARQUE CHAS | AP | 15.0 | 2018-09-20 00:00:00+00:00 | 649278 | 20 | RG CONSTRUCCIONES SRL | RG CONSTRUCCIONES SRL | 2018-07-16 00:00:00+00:00 | NaN | CM | 2018-06-27 00:00:00+00:00 | -34.58877 | -34.589 | -58.47917 | -58.479 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.30 | 3.00 | 0.7 | 0.900 | 0.6300 | 1 | CANTOMARIONI | NaN | REOK | ACERA | 137.0 |
| 608772 | NaN | NaN | 140009901840 | PARQUE CHAS | AP | 15.0 | 2018-09-20 00:00:00+00:00 | 649279 | 20 | RG CONSTRUCCIONES SRL | RG CONSTRUCCIONES SRL | 2018-07-16 00:00:00+00:00 | NaN | CM | 2018-06-27 00:00:00+00:00 | -34.58877 | -34.589 | -58.47917 | -58.479 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.30 | 8.00 | 0.7 | 2.400 | 1.6800 | 1 | CANTOMARIONI | NaN | REOK | ACERA | 9.0 |
| 608773 | NaN | NaN | 140009901810 | PARQUE CHAS | AP | 15.0 | 2018-09-20 00:00:00+00:00 | 649280 | 20 | RG CONSTRUCCIONES SRL | RG CONSTRUCCIONES SRL | 2018-07-16 00:00:00+00:00 | NaN | CM | 2018-06-27 00:00:00+00:00 | -34.58877 | -34.589 | -58.47917 | -58.479 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.00 | 1.00 | 1.0 | 1.000 | 1.0000 | 1 | CANTOMARIONI | NaN | REOK | ACERA | 6.0 |
| 608774 | NaN | NaN | 140009901810 | PARQUE CHAS | AP | 15.0 | 2018-10-08 00:00:00+00:00 | 649281 | 20 | RG CONSTRUCCIONES SRL | RG CONSTRUCCIONES SRL | 2018-07-16 00:00:00+00:00 | NaN | CM | 2018-06-27 00:00:00+00:00 | -34.58877 | -34.589 | -58.47917 | -58.479 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.00 | 1.00 | 1.0 | 1.000 | 1.0000 | 1 | APELAEZ | NaN | REOK | ACERA | 1.0 |
| 608775 | NaN | NaN | 140010345310 | PARQUE CHAS | AP | 15.0 | 2019-04-08 00:00:00+00:00 | 649338 | 21 | RG CONSTRUCCIONES SRL | RG CONSTRUCCIONES SRL | 2019-01-15 00:00:00+00:00 | NaN | CM | 2018-12-26 00:00:00+00:00 | -34.59054 | -34.591 | -58.48036 | -58.480 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.50 | 1.50 | 1.0 | 2.250 | 2.2500 | 1 | MPASCUAL | NaN | REOK | ACERA | 10.0 |
| 608776 | 17.0 | 4.0 | 140008988110 | PARQUE CHAS | AP | 15.0 | 2018-01-11 00:00:00+00:00 | 649351 | 4 | TAURO GAS SRL | TAURO GAS SRL | 2017-12-01 00:00:00+00:00 | NaN | CM | 2017-11-28 00:00:00+00:00 | -34.58378 | -34.584 | -58.47336 | -58.473 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.20 | 82.00 | 0.8 | 16.400 | 13.1200 | 1 | Rodríguez Sebastián | NaN | REOK | ACERA | 3.0 |
| 608777 | NaN | NaN | 140010471014 | PARQUE CHAS | AP | 15.0 | 2019-02-25 00:00:00+00:00 | 650109 | 67 | BENITO ROGGIO SA - JOSE CHEDICAK UT | B. ROGGIO E HIJOS S.A-JOSE CARTELLO | 2018-12-20 00:00:00+00:00 | NaN | CM | 2018-10-15 00:00:00+00:00 | -34.58052 | -34.581 | -58.48030 | -58.480 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.50 | 4.00 | 0.7 | 6.000 | 4.2000 | 1 | SCARANTE | NaN | REOK | ACERA | 9.0 |
| 608778 | NaN | NaN | 140010471011 | PARQUE CHAS | AP | 15.0 | 2019-03-06 00:00:00+00:00 | 650127 | 67 | BENITO ROGGIO SA - JOSE CHEDICAK UT | B. ROGGIO E HIJOS S.A-JOSE CARTELLO | 2018-12-20 00:00:00+00:00 | NaN | CM | 2018-10-15 00:00:00+00:00 | -34.58247 | -34.582 | -58.48347 | -58.483 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.42 | 7.00 | 0.7 | 9.940 | 6.9580 | 1 | SCARANTE | NaN | REOK | ACERA | 1.0 |